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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

A Study on Cross-Population Age Estimation CVPR 2014
A Statistical Perspective on Algorithmic Leveraging ICML 2014
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
(Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014
Memory Efficient Kernel Approximation ICML 2014
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection ICML 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014
Stochastic Neighbor Compression ICML 2014
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014
Coding for Random Projections ICML 2014
Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014
Composite Quantization for Approximate Nearest Neighbor Search ICML 2014
Circulant Binary Embedding ICML 2014
Making Fisher Discriminant Analysis Scalable ICML 2014
Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014
Dual Query: Practical Private Query Release for High Dimensional Data ICML 2014
Memory and Computation Efficient PCA via Very Sparse Random Projections ICML 2014
Fast Multi-stage Submodular Maximization ICML 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits ICML 2014
Efficient Dimensionality Reduction for High-Dimensional Network Estimation ICML 2014
Fast SVM Training Using Approximate Extreme Points JMLR 2014
Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014
The FASTCLIME Package for Linear Programming and Large-Scale Precision Matrix Estimation in R JMLR 2014